diff --git a/examples/run.php b/examples/run.php index 83ddb41c5..1755e1d8a 100755 --- a/examples/run.php +++ b/examples/run.php @@ -32,7 +32,9 @@ print "\nExample: {$file->getRelativePathname()}\n"; try { - include $file->getRealPath(); + if ($file->getBasename() === 'code.php') { + include $file->getRealPath(); + } } catch (Exception $e) { print "Example failed: {$e->getMessage()}\n"; diff --git a/examples/topics/data_sink/database/code.php b/examples/topics/data_sink/database/code.php new file mode 100644 index 000000000..4bbe6c181 --- /dev/null +++ b/examples/topics/data_sink/database/code.php @@ -0,0 +1,53 @@ + __DIR__ . '/output/orders.db', + 'driver' => 'pdo_sqlite', +]); + +$schemaManager = $connection->createSchemaManager(); + +if ($schemaManager->tablesExist(['orders'])) { + $schemaManager->dropTable('orders'); +} + +$schemaManager->createTable(new Table( + $table = 'orders', + [ + new Column('order_id', Type::getType(Types::GUID), ['notnull' => true]), + new Column('created_at', Type::getType(Types::DATETIME_IMMUTABLE), ['notnull' => true]), + new Column('updated_at', Type::getType(Types::DATETIME_IMMUTABLE), ['notnull' => false]), + new Column('discount', Type::getType(Types::FLOAT), ['notnull' => false]), + new Column('email', Type::getType(Types::STRING), ['notnull' => true, 'length' => 255]), + new Column('customer', Type::getType(Types::STRING), ['notnull' => true, 'length' => 255]), + new Column('address', Type::getType(Types::JSON), ['notnull' => true]), + new Column('notes', Type::getType(Types::JSON), ['notnull' => true]), + new Column('items', Type::getType(Types::JSON), ['notnull' => true]), + ], +)); + +data_frame() + ->read(from_array(generateOrders(10))) + ->saveMode(overwrite()) + ->write( + to_dbal_table_insert( + DriverManager::getConnection([ + 'path' => __DIR__ . '/output/orders.db', + 'driver' => 'pdo_sqlite', + ]), + 'orders', + ) + ) + ->run(); diff --git a/examples/topics/data_sink/database/generate_orders.php b/examples/topics/data_sink/database/generate_orders.php new file mode 100644 index 000000000..b9d2f0ab5 --- /dev/null +++ b/examples/topics/data_sink/database/generate_orders.php @@ -0,0 +1,45 @@ + 'SKU_0001', 'name' => 'Product 1', 'price' => $faker->randomFloat(2, 0, 500)], + ['sku' => 'SKU_0002', 'name' => 'Product 2', 'price' => $faker->randomFloat(2, 0, 500)], + ['sku' => 'SKU_0003', 'name' => 'Product 3', 'price' => $faker->randomFloat(2, 0, 500)], + ['sku' => 'SKU_0004', 'name' => 'Product 4', 'price' => $faker->randomFloat(2, 0, 500)], + ['sku' => 'SKU_0005', 'name' => 'Product 5', 'price' => $faker->randomFloat(2, 0, 500)], + ]; + + for ($i = 0; $i < $count; $i++) { + yield [ + 'order_id' => $faker->uuid, + 'created_at' => $faker->dateTimeThisYear, + 'updated_at' => \random_int(0, 1) === 1 ? $faker->dateTimeThisMonth : null, + 'discount' => \random_int(0, 1) === 1 ? $faker->randomFloat(2, 0, 50) : null, + 'email' => $faker->email, + 'customer' => $faker->firstName . ' ' . $faker->lastName, + 'address' => [ + 'street' => $faker->streetAddress, + 'city' => $faker->city, + 'zip' => $faker->postcode, + 'country' => $faker->country, + ], + 'notes' => \array_map( + static fn ($i) => $faker->sentence, + \range(1, $faker->numberBetween(1, 5)) + ), + 'items' => \array_map( + static fn (int $index) => [ + 'sku' => $skus[$skuIndex = $faker->numberBetween(1, 4)]['sku'], + 'quantity' => $faker->numberBetween(1, 10), + 'price' => $skus[$skuIndex]['price'], + ], + \range(1, $faker->numberBetween(1, 4)) + ), + ]; + } +} diff --git a/examples/topics/data_sink/database/output/.gitignore b/examples/topics/data_sink/database/output/.gitignore new file mode 100644 index 000000000..a2dd5c89f --- /dev/null +++ b/examples/topics/data_sink/database/output/.gitignore @@ -0,0 +1 @@ +orders.db \ No newline at end of file diff --git a/examples/topics/data_source/database/code.php b/examples/topics/data_source/database/code.php new file mode 100644 index 000000000..84118e9ee --- /dev/null +++ b/examples/topics/data_source/database/code.php @@ -0,0 +1,27 @@ + __DIR__ . '/input/orders.db', + 'driver' => 'pdo_sqlite', +]); + +data_frame() + ->read( + from_dbal_limit_offset( + $connection, + 'orders', + new OrderBy('created_at', Order::DESC), + ) + ) + ->collect() + ->write(to_stream(__DIR__ . '/output.txt', truncate: false)) + ->run(); diff --git a/examples/topics/data_source/database/description.md b/examples/topics/data_source/database/description.md new file mode 100644 index 000000000..6f2e76660 --- /dev/null +++ b/examples/topics/data_source/database/description.md @@ -0,0 +1,34 @@ +Read data from Database through Doctrine DBAL + +The example below shows how to read from a single table using limit/offset extractor. +To read data from more advanced queries, you can use one of the following extractors: + +```php +// read from a single table using limit/offset pagination +from_dbal_limit_offset( + $connection, + 'orders', + new OrderBy('created_at', Order::DESC), +) +// read from a query using limit/offset pagination +from_dbal_limit_offset_qb( + $connection, + $connection->createQueryBuilder()->select('*')->from('orders') +); +// read from a single query +from_dbal_query( + $connection, + 'SELECT * FROM orders', +); +// read from multiple queries each time using next parameters from the provided set +from_dbal_queries( + $connection, + 'SELECT * FROM orders LIMIT :limit OFFSET :offset', + new \Flow\ETL\Adapter\Doctrine\ParametersSet( + ['limit' => 2, 'offset' => 0], + ['limit' => 2, 'offset' => 2], + ) +); +``` + +Additionally, each of them allows setting dataset schema through `$extractor->withSchema(Schema $schema)` method. \ No newline at end of file diff --git a/examples/topics/data_source/database/input/orders.db b/examples/topics/data_source/database/input/orders.db new file mode 100644 index 000000000..cb2e96a49 Binary files /dev/null and b/examples/topics/data_source/database/input/orders.db differ diff --git a/examples/topics/data_source/database/output.txt b/examples/topics/data_source/database/output.txt new file mode 100644 index 000000000..1aa76beb9 --- /dev/null +++ b/examples/topics/data_source/database/output.txt @@ -0,0 +1,25 @@ ++--------------------------------------+---------------------+---------------------+----------+-----------------------------+--------------------+--------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ +| order_id | created_at | updated_at | discount | email | customer | address | notes | items | ++--------------------------------------+---------------------+---------------------+----------+-----------------------------+--------------------+--------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ +| aae4af19-4da1-3d9c-a11d-fed828cedb55 | 2024-12-10 17:59:37 | | | alyce15@gmail.com | Dock Windler | {"street":"62355 Turcotte Springs Apt. 711","city":"Kiehnchester","zip":"90369-9957","country":"Cyprus"} | ["Molestias repellendus porro suscipit autem reiciendis itaque.","Aut laudantium quia temporibus fuga mollitia consectetur.","Consequatur ab aliquid perspiciatis labore animi ullam odit."] | [{"sku":"SKU_0004","quantity":2,"price":452.34},{"sku":"SKU_0002","quantity":9,"price":1.92},{"sku":"SKU_0005","quantity":1,"price":428.34},{"sku":"SKU_0005","quantity":5,"price":428.34}] | +| 69ec30d4-30e6-34d8-82cb-1fdffdba5a6a | 2024-12-05 23:07:01 | 2024-12-11 19:12:01 | 9.05 | johns.bertram@beatty.net | Marge Tillman | {"street":"499 Lucio Island","city":"Lake Adeliaview","zip":"35362","country":"New Zealand"} | ["Esse voluptas et architecto."] | [{"sku":"SKU_0003","quantity":10,"price":274.84},{"sku":"SKU_0004","quantity":7,"price":193.93},{"sku":"SKU_0005","quantity":4,"price":420.3},{"sku":"SKU_0005","quantity":8,"price":420.3}] | +| 8c1636fa-10ae-3d45-944c-5733c4705d43 | 2024-12-04 14:32:04 | | | malika.russel@yahoo.com | Johnpaul Kemmer | {"street":"14702 Denesik Springs Suite 186","city":"Terryfort","zip":"55100-1066","country":"United States Virgin Islands"} | ["Consectetur eum nulla asperiores et sapiente aut.","Nisi quaerat voluptatem itaque vero.","Qui quia facere sint ab minus inventore voluptatem ut.","Eveniet possimus quis omnis quisquam officia.","Et neque quia nostrum et et commodi placeat."] | [{"sku":"SKU_0005","quantity":3,"price":428.34},{"sku":"SKU_0004","quantity":7,"price":452.34},{"sku":"SKU_0005","quantity":5,"price":428.34}] | +| 8fb8430b-2890-3143-ad35-2a4ed8e3abcc | 2024-11-14 02:09:43 | 2024-12-04 17:24:55 | 42.59 | bogan.alda@gaylord.net | Burnice Williamson | {"street":"79717 Araceli Parks Suite 569","city":"East Abbyland","zip":"59282-3483","country":"Egypt"} | ["Ea ab et est tempore."] | [{"sku":"SKU_0003","quantity":9,"price":274.84}] | +| 8fd5a178-259d-3e7a-9267-a33d20e11fc6 | 2024-10-30 19:21:54 | 2024-11-22 01:55:37 | 37.07 | qkunde@watsica.net | Raymond Schoen | {"street":"6166 Nolan Place","city":"East Boydview","zip":"96752-4891","country":"San Marino"} | ["Aut minima voluptas est eius maxime eveniet saepe.","Soluta accusantium eius placeat corporis quam illo.","Voluptas impedit ratione alias quis."] | [{"sku":"SKU_0003","quantity":6,"price":384.95},{"sku":"SKU_0003","quantity":2,"price":384.95},{"sku":"SKU_0005","quantity":8,"price":428.34},{"sku":"SKU_0002","quantity":1,"price":1.92}] | +| 91aaa649-1c94-31ec-814e-f9e4b1aa4259 | 2024-10-25 07:36:25 | | 13.3 | dusty57@yahoo.com | Favian Keebler | {"street":"3633 Nader Prairie Apt. 816","city":"Venamouth","zip":"78044-4385","country":"Greece"} | ["Delectus non eveniet commodi esse deleniti sit pariatur.","Fugit sit aut qui doloremque.","Dicta consequatur minima exercitationem qui.","Consequatur qui qui aliquid."] | [{"sku":"SKU_0002","quantity":8,"price":254.44},{"sku":"SKU_0002","quantity":4,"price":254.44},{"sku":"SKU_0003","quantity":4,"price":274.84}] | +| 8c09ba7d-94a8-37c5-b6ca-875ef71437dd | 2024-09-30 10:35:50 | | 20.45 | raheem.yundt@runolfsson.com | Jeremie Collier | {"street":"591 Evalyn Plains","city":"Deckowchester","zip":"30374","country":"Cyprus"} | ["Consequatur possimus provident quasi ad enim fugit repellendus."] | [{"sku":"SKU_0004","quantity":2,"price":452.34},{"sku":"SKU_0004","quantity":10,"price":452.34},{"sku":"SKU_0003","quantity":7,"price":384.95},{"sku":"SKU_0003","quantity":9,"price":384.95}] | +| 6f8579ae-b18a-35e3-800a-bc9157dbe4e8 | 2024-07-03 10:10:18 | | 42.2 | dino.corkery@johnson.com | Cyrus Zulauf | {"street":"1566 Bergstrom Mountains","city":"Cassinshire","zip":"36420","country":"Kyrgyz Republic"} | ["Ea perferendis blanditiis ut quas veniam fugiat architecto laboriosam.","Consequuntur optio rerum reprehenderit praesentium cupiditate accusamus dolorem iusto.","Excepturi optio fugiat nobis officiis molestias nulla."] | [{"sku":"SKU_0002","quantity":1,"price":1.92},{"sku":"SKU_0002","quantity":7,"price":1.92}] | +| 48ec80e8-51c9-39ae-a5b6-d76cc1ad2ef8 | 2024-05-12 12:26:01 | | | lwaelchi@watsica.biz | Cayla Jaskolski | {"street":"58196 Crist Coves Apt. 123","city":"North Rigobertoburgh","zip":"61950","country":"United States Minor Outlying Islands"} | ["Reiciendis corporis magnam sint occaecati quia quibusdam."] | [{"sku":"SKU_0005","quantity":9,"price":420.3},{"sku":"SKU_0002","quantity":9,"price":254.44},{"sku":"SKU_0004","quantity":6,"price":193.93},{"sku":"SKU_0005","quantity":8,"price":420.3}] | +| a1d7f86a-d5ef-31cd-b90e-373375fda2b1 | 2024-05-02 12:51:29 | | 4.37 | vernie.schumm@marks.org | Moshe Sipes | {"street":"15319 Barry Shoal","city":"West Rosalynstad","zip":"17648","country":"Jersey"} | ["Dignissimos maxime saepe inventore magni reiciendis.","Accusantium ut reiciendis incidunt."] | [{"sku":"SKU_0002","quantity":3,"price":1.92},{"sku":"SKU_0004","quantity":7,"price":452.34},{"sku":"SKU_0002","quantity":7,"price":1.92},{"sku":"SKU_0004","quantity":6,"price":452.34}] | +| 6bcdba7e-644b-3ee2-b186-e240280db85e | 2024-04-28 04:40:18 | | 40.89 | fvon@ziemann.com | Amy Spinka | {"street":"3173 Callie Mount Suite 224","city":"West Winston","zip":"22316-8822","country":"Panama"} | ["Consectetur ab quod dolores commodi quam et qui.","Distinctio at qui sunt voluptas.","Perferendis vitae molestiae exercitationem odit necessitatibus quis sunt."] | [{"sku":"SKU_0002","quantity":3,"price":254.44},{"sku":"SKU_0003","quantity":3,"price":274.84}] | +| 47fd42e2-01f3-3cc1-95a4-cf3bbbfcb681 | 2024-04-14 06:34:39 | 2024-11-26 11:45:11 | 1.41 | lbraun@gmail.com | Damion Schneider | {"street":"7867 Mitchell Lodge Suite 623","city":"Lake Candaceshire","zip":"84359-3572","country":"Mexico"} | ["Qui ea dignissimos qui dolor velit possimus.","Error voluptates sequi velit id ut delectus beatae."] | [{"sku":"SKU_0005","quantity":9,"price":428.34}] | +| 1f3dbdb8-9abb-3636-8009-e8554c7259f9 | 2024-03-01 05:58:59 | 2024-11-20 05:38:10 | 7.53 | joy06@yahoo.com | Vinnie Stoltenberg | {"street":"5314 Renner Fort","city":"Melyssafort","zip":"26563-5133","country":"Gabon"} | ["Excepturi necessitatibus voluptatibus sint eligendi qui fugit.","Eveniet quia aut dolores.","Eos mollitia quia consectetur eius quibusdam dicta.","Eius ea corrupti quia dolore."] | [{"sku":"SKU_0005","quantity":10,"price":428.34}] | +| 4bc773e2-7177-319b-bc1d-f153d6d252d7 | 2024-03-01 02:24:09 | 2024-11-22 13:30:21 | 0.74 | tyra51@yahoo.com | Penelope Hyatt | {"street":"62745 Stracke View Apt. 564","city":"Ethylport","zip":"62968","country":"Martinique"} | ["Deleniti officia perspiciatis aut.","Qui fugiat sed sunt.","Officiis est officiis blanditiis et doloribus aut sed vel.","Et possimus ea deleniti.","Aspernatur provident deleniti excepturi accusantium ut est aut."] | [{"sku":"SKU_0005","quantity":5,"price":428.34},{"sku":"SKU_0005","quantity":7,"price":428.34},{"sku":"SKU_0003","quantity":8,"price":384.95}] | +| b9ce9552-0700-311b-bf84-fbdb6c908705 | 2024-02-24 20:53:52 | 2024-11-23 14:25:06 | 41.05 | griffin40@pacocha.org | Alfreda Lebsack | {"street":"632 Simonis Corner","city":"Aldaville","zip":"56238","country":"Tonga"} | ["Quisquam id eum est quos fugiat ut repellendus."] | [{"sku":"SKU_0005","quantity":9,"price":420.3},{"sku":"SKU_0005","quantity":5,"price":420.3}] | +| 1c8fed59-abf4-3940-bd9a-8ceaf4f2c086 | 2024-01-26 08:59:04 | | | jewell46@gibson.com | April Bayer | {"street":"5324 Lesch Locks","city":"Martinaburgh","zip":"33762-4863","country":"Somalia"} | ["Assumenda aut sint sint aspernatur.","Similique exercitationem ea ipsam porro aut ea culpa.","Voluptatem cupiditate tempore ea explicabo minus fuga voluptatem.","Ea distinctio libero qui qui ut enim placeat quod.","Iusto blanditiis ab molestiae."] | [{"sku":"SKU_0005","quantity":1,"price":420.3},{"sku":"SKU_0004","quantity":7,"price":193.93},{"sku":"SKU_0002","quantity":5,"price":254.44}] | +| d9bf75fa-de71-3f7e-8719-e09b2c83c090 | 2024-01-20 17:07:56 | | 27.73 | eugenia88@zulauf.com | Ethelyn Jakubowski | {"street":"9611 Aufderhar Summit","city":"West Cristopherville","zip":"45440","country":"Saint Lucia"} | ["Quo suscipit pariatur quod dolore vel ratione consequatur quibusdam.","Dolorem at sequi ut hic."] | [{"sku":"SKU_0005","quantity":10,"price":420.3},{"sku":"SKU_0002","quantity":5,"price":254.44}] | +| 81534cff-ce51-3e6c-a1e0-95c7f19a372b | 2024-01-20 11:57:25 | 2024-11-25 17:16:17 | | clay47@jacobson.com | Samara Mitchell | {"street":"60403 Johnson Drive","city":"North Leannemouth","zip":"95357","country":"Uruguay"} | ["Omnis omnis voluptatem id asperiores beatae voluptatum nesciunt aut.","Excepturi nisi eos assumenda rerum id.","Eligendi aut ipsam fugiat ducimus explicabo voluptate.","Ipsum qui nam accusantium.","Nemo ut cupiditate perferendis vitae quaerat accusantium sint."] | [{"sku":"SKU_0002","quantity":2,"price":254.44}] | +| 2e2ca445-35fa-31ab-b682-94e919456df1 | 2024-01-09 22:08:01 | | 43.35 | toney59@gmail.com | Erwin Lockman | {"street":"195 Weber Greens Suite 302","city":"Tylermouth","zip":"89977-7826","country":"Iceland"} | ["Exercitationem dolor praesentium ut ad.","Et eius tenetur illo et sint.","Maxime maxime natus ipsa numquam aut voluptas voluptatum."] | [{"sku":"SKU_0004","quantity":4,"price":193.93},{"sku":"SKU_0004","quantity":6,"price":193.93}] | +| b3397d3c-d9c3-3163-80c4-2541d91d3638 | 2024-01-09 09:23:58 | 2024-12-02 19:23:42 | | javier.jones@weimann.net | Ima McCullough | {"street":"4820 Goyette Flats Apt. 496","city":"East Eleanorefort","zip":"12844-7740","country":"Falkland Islands (Malvinas)"} | ["Id quaerat saepe blanditiis pariatur quia repudiandae quam maxime.","Aut at qui tempora exercitationem."] | [{"sku":"SKU_0002","quantity":3,"price":1.92},{"sku":"SKU_0002","quantity":7,"price":1.92}] | ++--------------------------------------+---------------------+---------------------+----------+-----------------------------+--------------------+--------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ +20 rows diff --git a/examples/topics/data_source/database/priority.txt b/examples/topics/data_source/database/priority.txt new file mode 100644 index 000000000..62f945751 --- /dev/null +++ b/examples/topics/data_source/database/priority.txt @@ -0,0 +1 @@ +6 \ No newline at end of file diff --git a/examples/topics/data_source/http_dynamic/output.txt b/examples/topics/data_source/http_dynamic/output.txt index 52840e318..db4c310da 100644 --- a/examples/topics/data_source/http_dynamic/output.txt +++ b/examples/topics/data_source/http_dynamic/output.txt @@ -1,6 +1,6 @@ +----------+-----------------------------+---------------------+----------+--------------+-----------+----------------------+ | name | html_url | blog | login | public_repos | followers | created_at | +----------+-----------------------------+---------------------+----------+--------------+-----------+----------------------+ -| Flow PHP | https://github.com/flow-php | http://flow-php.com | flow-php | 36 | 101 | 2020-10-26T18:40:27Z | +| Flow PHP | https://github.com/flow-php | http://flow-php.com | flow-php | 36 | 102 | 2020-10-26T18:40:27Z | +----------+-----------------------------+---------------------+----------+--------------+-----------+----------------------+ 1 rows diff --git a/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalDataFrameFactory.php b/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalDataFrameFactory.php index bc6444630..cf1bb0c94 100644 --- a/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalDataFrameFactory.php +++ b/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalDataFrameFactory.php @@ -4,8 +4,9 @@ namespace Flow\ETL\Adapter\Doctrine; +use function Flow\ETL\DSL\df; use Doctrine\DBAL\{Connection, DriverManager}; -use Flow\ETL\{DataFrame, DataFrameFactory, Flow, Rows}; +use Flow\ETL\{DataFrame, DataFrameFactory, Row\Schema, Rows}; final class DbalDataFrameFactory implements DataFrameFactory { @@ -16,6 +17,8 @@ final class DbalDataFrameFactory implements DataFrameFactory */ private array $parameters; + private ?Schema $schema = null; + /** * @param array $connectionParams * @param string $query @@ -51,8 +54,29 @@ public function from(Rows $rows) : DataFrame } } - /** @psalm-suppress InvalidArgument */ - return (new Flow())->extract(\Flow\ETL\Adapter\Doctrine\dbal_from_query($this->connection(), $this->query, $parameters, $types)); + $extractor = from_dbal_query($this->connection(), $this->query); + + if ($this->schema) { + $extractor->withSchema($this->schema); + } + + if (\count($parameters)) { + $extractor->withParameters(new ParametersSet($parameters)); + } + + if (\count($types)) { + /** @psalm-suppress InvalidArgument */ + $extractor->withTypes($types); + } + + return df()->read($extractor); + } + + public function withSchema(Schema $schema) : self + { + $this->schema = $schema; + + return $this; } private function connection() : Connection diff --git a/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalLimitOffsetExtractor.php b/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalLimitOffsetExtractor.php index a60f123e3..7f55c2330 100644 --- a/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalLimitOffsetExtractor.php +++ b/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalLimitOffsetExtractor.php @@ -8,7 +8,7 @@ use Doctrine\DBAL\Connection; use Doctrine\DBAL\Query\QueryBuilder; use Flow\ETL\Exception\InvalidArgumentException; -use Flow\ETL\{Extractor, FlowContext}; +use Flow\ETL\{Extractor, FlowContext, Row\Schema}; final class DbalLimitOffsetExtractor implements Extractor { @@ -16,6 +16,8 @@ final class DbalLimitOffsetExtractor implements Extractor private int $pageSize = 1000; + private ?Schema $schema = null; + public function __construct( private readonly Connection $connection, private readonly QueryBuilder $queryBuilder, @@ -90,7 +92,7 @@ public function extract(FlowContext $context) : \Generator )->fetchAllAssociative(); foreach ($pageResults as $row) { - $signal = yield array_to_rows($row, $context->entryFactory()); + $signal = yield array_to_rows($row, $context->entryFactory(), [], $this->schema); if ($signal === Extractor\Signal::STOP) { return; @@ -126,4 +128,11 @@ public function withPageSize(int $pageSize) : self return $this; } + + public function withSchema(Schema $schema) : self + { + $this->schema = $schema; + + return $this; + } } diff --git a/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalQueryExtractor.php b/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalQueryExtractor.php index ab96789c3..99fd6ef07 100644 --- a/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalQueryExtractor.php +++ b/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/DbalQueryExtractor.php @@ -7,12 +7,14 @@ use function Flow\ETL\DSL\array_to_rows; use Doctrine\DBAL\Types\Type; use Doctrine\DBAL\{ArrayParameterType, Connection, ParameterType}; -use Flow\ETL\{Extractor, FlowContext}; +use Flow\ETL\{Extractor, FlowContext, Row\Schema}; final class DbalQueryExtractor implements Extractor { private ParametersSet $parametersSet; + private ?Schema $schema = null; + private array $types = []; public function __construct( @@ -45,7 +47,7 @@ public function extract(FlowContext $context) : \Generator { foreach ($this->parametersSet->all() as $parameters) { foreach ($this->connection->fetchAllAssociative($this->query, $parameters, $this->types) as $row) { - $signal = yield array_to_rows($row, $context->entryFactory()); + $signal = yield array_to_rows($row, $context->entryFactory(), [], $this->schema); if ($signal === Extractor\Signal::STOP) { return; @@ -61,6 +63,13 @@ public function withParameters(ParametersSet $parametersSet) : self return $this; } + public function withSchema(Schema $schema) : self + { + $this->schema = $schema; + + return $this; + } + /** * @param array $types */ diff --git a/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/functions.php b/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/functions.php index bcf7117c2..0c132f2af 100644 --- a/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/functions.php +++ b/src/adapter/etl-adapter-doctrine/src/Flow/ETL/Adapter/Doctrine/functions.php @@ -88,7 +88,7 @@ function from_dbal_limit_offset_qb( * @param array $types */ #[DocumentationDSL(module: Module::DOCTRINE, type: DSLType::EXTRACTOR)] -function dbal_from_queries( +function from_dbal_queries( Connection $connection, string $query, ?ParametersSet $parameters_set = null, @@ -110,12 +110,28 @@ function dbal_from_queries( return $extractor; } +/** + * @deprecated use from_dbal_queries() instead + * + * @param null|ParametersSet $parameters_set - each one parameters array will be evaluated as new query + * @param array $types + */ +#[DocumentationDSL(module: Module::DOCTRINE, type: DSLType::EXTRACTOR)] +function dbal_from_queries( + Connection $connection, + string $query, + ?ParametersSet $parameters_set = null, + array $types = [], +) : DbalQueryExtractor { + return from_dbal_queries($connection, $query, $parameters_set, $types); +} + /** * @param array|list $parameters - @deprecated use DbalQueryExtractor::withParameters() instead * @param array $types - @deprecated use DbalQueryExtractor::withTypes() instead */ #[DocumentationDSL(module: Module::DOCTRINE, type: DSLType::EXTRACTOR)] -function dbal_from_query( +function from_dbal_query( Connection $connection, string $query, array $parameters = [], @@ -129,6 +145,22 @@ function dbal_from_query( ); } +/** + * @deprecated use from_dbal_query() instead + * + * @param array|list $parameters - @deprecated use DbalQueryExtractor::withParameters() instead + * @param array $types - @deprecated use DbalQueryExtractor::withTypes() instead + */ +#[DocumentationDSL(module: Module::DOCTRINE, type: DSLType::EXTRACTOR)] +function dbal_from_query( + Connection $connection, + string $query, + array $parameters = [], + array $types = [], +) : DbalQueryExtractor { + return from_dbal_query($connection, $query, $parameters, $types); +} + /** * In order to control the size of the single insert, use DataFrame::chunkSize() method just before calling DataFrame::load(). * diff --git a/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalDataFrameFactoryTest.php b/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalDataFrameFactoryTest.php index bec251258..3643cc17e 100644 --- a/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalDataFrameFactoryTest.php +++ b/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalDataFrameFactoryTest.php @@ -5,7 +5,17 @@ namespace Flow\ETL\Adapter\Doctrine\Tests\Integration; use function Flow\ETL\Adapter\Doctrine\dbal_dataframe_factory; -use function Flow\ETL\DSL\{int_entry, ref}; +use function Flow\ETL\DSL\{int_entry, + int_schema, + map_schema, + ref, + row, + rows, + schema, + str_schema, + type_int, + type_map, + type_string}; use Doctrine\DBAL\Schema\{Column, Table}; use Doctrine\DBAL\Types\{Type, Types}; use Flow\ETL\Adapter\Doctrine\Tests\IntegrationTestCase; @@ -13,7 +23,7 @@ final class DbalDataFrameFactoryTest extends IntegrationTestCase { - public function test_create_loader_with_invalid_operation() : void + public function test_dataframe_factory() : void { $this->pgsqlDatabaseContext->createTable((new Table( 'flow_doctrine_data_factory_test', @@ -39,11 +49,11 @@ public function test_create_loader_with_invalid_operation() : void new LiteralParameter('name', 'Name 1') ) ) - ->from(\Flow\ETL\DSL\rows( - \Flow\ETL\DSL\row(int_entry('id', 1)), - \Flow\ETL\DSL\row(int_entry('id', 2)), - \Flow\ETL\DSL\row(int_entry('id', 3)), - \Flow\ETL\DSL\row(int_entry('id', 55)), + ->from(rows( + row(int_entry('id', 1)), + row(int_entry('id', 2)), + row(int_entry('id', 3)), + row(int_entry('id', 55)), )) ->select('id') ->fetch(); @@ -55,4 +65,89 @@ public function test_create_loader_with_invalid_operation() : void $rows->toArray() ); } + + public function test_dataframe_factory_with_schema() : void + { + $this->pgsqlDatabaseContext->createTable((new Table( + 'flow_doctrine_data_factory_test', + [ + new Column('id', Type::getType(Types::INTEGER), ['notnull' => true]), + new Column('name', Type::getType(Types::STRING), ['notnull' => true, 'length' => 255]), + new Column('tags', Type::getType(Types::JSON), ['notnull' => true, 'length' => 255]), + ], + )) + ->setPrimaryKey(['id'])); + + $this->pgsqlDatabaseContext->insert('flow_doctrine_data_factory_test', ['id' => 1, 'name' => 'Name 1', 'tags' => '{"a": 1, "b": 2 }']); + $this->pgsqlDatabaseContext->insert('flow_doctrine_data_factory_test', ['id' => 2, 'name' => 'Name 2', 'tags' => '{"a": 1, "b": 2 }']); + $this->pgsqlDatabaseContext->insert('flow_doctrine_data_factory_test', ['id' => 3, 'name' => 'Name 3', 'tags' => '{"a": 1, "b": 2 }']); + $this->pgsqlDatabaseContext->insert('flow_doctrine_data_factory_test', ['id' => 4, 'name' => 'Name 4', 'tags' => '{"a": 1, "b": 2 }']); + $this->pgsqlDatabaseContext->insert('flow_doctrine_data_factory_test', ['id' => 5, 'name' => 'Name 5', 'tags' => '{"a": 1, "b": 2 }']); + + $schema = ( + dbal_dataframe_factory( + $this->connectionParams(), + 'SELECT * FROM flow_doctrine_data_factory_test WHERE id IN (:ids) AND name = :name', + Parameter::ints('ids', ref('id')), + new LiteralParameter('name', 'Name 1') + )->withSchema(schema( + int_schema('id'), + str_schema('name'), + map_schema('tags', type_map(type_string(), type_int())) + )) + ) + ->from(rows( + row(int_entry('id', 1)), + row(int_entry('id', 2)), + row(int_entry('id', 3)), + row(int_entry('id', 55)), + )) + ->schema(); + + self::assertSame( + [ + [ + 'ref' => 'id', + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'integer', + 'nullable' => false, + ], + 'metadata' => [], + ], + [ + 'ref' => 'name', + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'string', + 'nullable' => false, + ], + 'metadata' => [], + ], + [ + 'ref' => 'tags', + 'type' => [ + 'type' => 'map', + 'key' => [ + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'string', + 'nullable' => false, + ], + ], + 'value' => [ + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'integer', + 'nullable' => false, + ], + ], + 'nullable' => false, + ], + 'metadata' => [], + ], + ], + $schema->normalize() + ); + } } diff --git a/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalLimitOffsetExtractorTest.php b/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalLimitOffsetExtractorTest.php index f2058d8fe..22308713c 100644 --- a/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalLimitOffsetExtractorTest.php +++ b/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalLimitOffsetExtractorTest.php @@ -5,7 +5,7 @@ namespace Flow\ETL\Adapter\Doctrine\Tests\Integration; use function Flow\ETL\Adapter\Doctrine\{from_dbal_limit_offset, from_dbal_limit_offset_qb}; -use function Flow\ETL\DSL\df; +use function Flow\ETL\DSL\{df, int_schema, map_schema, schema, str_schema, type_int, type_map, type_string}; use Doctrine\DBAL\Schema\{Column, Table}; use Doctrine\DBAL\Types\{Type, Types}; use Flow\ETL\Adapter\Doctrine\Tests\IntegrationTestCase; @@ -98,6 +98,86 @@ public function test_extracting_entire_table_using_qb() : void ); } + public function test_extracting_entire_table_using_qb_with_schema() : void + { + $this->pgsqlDatabaseContext->createTable((new Table( + $table = 'flow_doctrine_bulk_test', + [ + new Column('id', Type::getType(Types::INTEGER), ['notnull' => true]), + new Column('name', Type::getType(Types::STRING), ['notnull' => true, 'length' => 255]), + new Column('tags', Type::getType(Types::JSON), ['notnull' => true, 'length' => 255]), + ], + )) + ->setPrimaryKey(['id'])); + + for ($i = 1; $i <= 8; $i++) { + $this->pgsqlDatabaseContext->insert($table, ['id' => $i, 'name' => 'name_' . $i, 'tags' => '{"a": 1, "b": 2 }']); + } + + $schema = (new Flow()) + ->extract( + from_dbal_limit_offset_qb( + $this->pgsqlDatabaseContext->connection(), + $this->pgsqlDatabaseContext->connection()->createQueryBuilder() + ->from($table) + ->select('*') + ->orderBy('id', 'ASC'), + 5 + )->withSchema(schema( + int_schema('id'), + str_schema('name'), + map_schema('tags', type_map(type_string(), type_int())) + )) + ) + ->schema(); + + self::assertEquals( + [ + [ + 'ref' => 'id', + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'integer', + 'nullable' => false, + ], + 'metadata' => [], + ], + [ + 'ref' => 'name', + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'string', + 'nullable' => false, + ], + 'metadata' => [], + ], + [ + 'ref' => 'tags', + 'type' => [ + 'type' => 'map', + 'key' => [ + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'string', + 'nullable' => false, + ], + ], + 'value' => [ + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'integer', + 'nullable' => false, + ], + ], + 'nullable' => false, + ], + 'metadata' => [], + ], + ], + $schema->normalize() + ); + } + public function test_extracting_limited_number_of_rows_from_table() : void { $this->pgsqlDatabaseContext->createTable((new Table( diff --git a/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalQueryExtractorTest.php b/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalQueryExtractorTest.php index 2056c7e48..be4912c9c 100644 --- a/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalQueryExtractorTest.php +++ b/src/adapter/etl-adapter-doctrine/tests/Flow/ETL/Adapter/Doctrine/Tests/Integration/DbalQueryExtractorTest.php @@ -4,8 +4,8 @@ namespace Flow\ETL\Adapter\Doctrine\Tests\Integration; -use function Flow\ETL\Adapter\Doctrine\{dbal_from_queries, dbal_from_query}; -use function Flow\ETL\DSL\{df, from_array}; +use function Flow\ETL\Adapter\Doctrine\{from_dbal_queries, from_dbal_query}; +use function Flow\ETL\DSL\{df, from_array, int_schema, map_schema, schema, str_schema, type_int, type_map, type_string}; use Doctrine\DBAL\Schema\{Column, Table}; use Doctrine\DBAL\Types\{Type, Types}; use Flow\ETL\Adapter\Doctrine\Tests\IntegrationTestCase; @@ -37,7 +37,7 @@ public function test_extracting_multiple_rows_at_once() : void )->run(); $rows = df()->extract( - dbal_from_query( + from_dbal_query( $this->pgsqlDatabaseContext->connection(), "SELECT * FROM {$table} ORDER BY id" ) @@ -84,7 +84,7 @@ public function test_extracting_multiple_rows_multiple_times() : void ->run(); $rows = (new Flow())->extract( - dbal_from_queries( + from_dbal_queries( $this->pgsqlDatabaseContext->connection(), "SELECT * FROM {$table} ORDER BY id LIMIT :limit OFFSET :offset", new ParametersSet( @@ -114,4 +114,99 @@ public function test_extracting_multiple_rows_multiple_times() : void $rows->toArray() ); } + + public function test_extracting_multiple_rows_with_schema() : void + { + $this->pgsqlDatabaseContext->createTable((new Table( + $table = 'flow_doctrine_bulk_test', + [ + new Column('id', Type::getType(Types::INTEGER), ['notnull' => true]), + new Column('name', Type::getType(Types::STRING), ['notnull' => true, 'length' => 255]), + new Column('tags', Type::getType(Types::JSON), ['notnull' => true, 'length' => 255]), + ], + )) + ->setPrimaryKey(['id'])); + + (new Flow()) + ->extract( + from_array([ + ['id' => 1, 'name' => 'Name', 'tags' => '{"a": 1, "b": 2 }'], + ['id' => 2, 'name' => 'Name', 'tags' => '{"a": 1, "b": 2 }'], + ['id' => 3, 'name' => 'Name', 'tags' => '{"a": 1, "b": 2 }'], + ['id' => 4, 'name' => 'Name', 'tags' => '{"a": 1, "b": 2 }'], + ['id' => 5, 'name' => 'Name', 'tags' => '{"a": 1, "b": 2 }'], + ['id' => 6, 'name' => 'Name', 'tags' => '{"a": 1, "b": 2 }'], + ['id' => 7, 'name' => 'Name', 'tags' => '{"a": 1, "b": 2 }'], + ['id' => 8, 'name' => 'Name', 'tags' => '{"a": 1, "b": 2 }'], + ['id' => 9, 'name' => 'Name', 'tags' => '{"a": 1, "b": 2 }'], + ['id' => 10, 'name' => 'Name', 'tags' => '{"a": 1, "b": 2 }'], + ]) + ) + ->load(DbalLoader::fromConnection($this->pgsqlDatabaseContext->connection(), $table)) + ->run(); + + $schema = (new Flow())->extract( + from_dbal_queries( + $this->pgsqlDatabaseContext->connection(), + "SELECT * FROM {$table} ORDER BY id LIMIT :limit OFFSET :offset", + new ParametersSet( + ['limit' => 2, 'offset' => 0], + ['limit' => 2, 'offset' => 2], + ['limit' => 2, 'offset' => 4], + ['limit' => 2, 'offset' => 6], + ['limit' => 2, 'offset' => 8], + ) + )->withSchema(schema( + int_schema('id'), + str_schema('name'), + map_schema('tags', type_map(type_string(), type_int())) + )) + )->schema(); + + self::assertEquals( + [ + [ + 'ref' => 'id', + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'integer', + 'nullable' => false, + ], + 'metadata' => [], + ], + [ + 'ref' => 'name', + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'string', + 'nullable' => false, + ], + 'metadata' => [], + ], + [ + 'ref' => 'tags', + 'type' => [ + 'type' => 'map', + 'key' => [ + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'string', + 'nullable' => false, + ], + ], + 'value' => [ + 'type' => [ + 'type' => 'scalar', + 'scalar_type' => 'integer', + 'nullable' => false, + ], + ], + 'nullable' => false, + ], + 'metadata' => [], + ], + ], + $schema->normalize() + ); + } } diff --git a/src/lib/doctrine-dbal-bulk/src/Flow/Doctrine/Bulk/BulkData.php b/src/lib/doctrine-dbal-bulk/src/Flow/Doctrine/Bulk/BulkData.php index f6037a13f..cc0795bc1 100644 --- a/src/lib/doctrine-dbal-bulk/src/Flow/Doctrine/Bulk/BulkData.php +++ b/src/lib/doctrine-dbal-bulk/src/Flow/Doctrine/Bulk/BulkData.php @@ -119,7 +119,8 @@ public function toSqlParameters(TableDefinition $table) : array foreach ($row as $column => $entry) { $rows[$index][$column . '_' . $index] = match (\gettype($entry)) { 'string' => match (Type::getTypeRegistry()->lookupName($table->dbalColumn($column)->getType())) { - Types::JSON, 'json_array' => \json_decode($entry, true, 512, JSON_THROW_ON_ERROR), + Types::JSON, + 'json_array' => \json_decode($entry, true, 512, JSON_THROW_ON_ERROR), Types::DATETIME_IMMUTABLE, Types::DATETIMETZ_IMMUTABLE, Types::DATE_IMMUTABLE, @@ -129,6 +130,21 @@ public function toSqlParameters(TableDefinition $table) : array Types::DATETIMETZ_MUTABLE => new \DateTime($entry), default => $entry, }, + 'array' => match (Type::getTypeRegistry()->lookupName($table->dbalColumn($column)->getType())) { + Types::TEXT => \json_encode($entry, JSON_THROW_ON_ERROR), + default => $entry, + }, + 'object' => match ($entry::class) { + \DateTimeImmutable::class => match (Type::getTypeRegistry()->lookupName($table->dbalColumn($column)->getType())) { + Types::DATETIME_MUTABLE => \DateTime::createFromImmutable($entry), + default => $entry, + }, + 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